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ISC-MTI: An IPFS and smart contract-based framework for machine learning model training and invocation
Due to centralized storage, centralization problems are common in machine learning model training and invocation, which makes train data and trained models extremely vulnerable to tampering and stealing. A safe framework for training and invoking models called ISC-MTI (IPFS (InterPlanetary File Syst...
Autores principales: | Lin, Hao, Li, Xiaolei, Gao, Haoyu, Li, Jie, Wang, Yongsheng |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9077977/ https://www.ncbi.nlm.nih.gov/pubmed/35572386 http://dx.doi.org/10.1007/s11042-022-13163-w |
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